{
"cells": [
{
"cell_type": "code",
"execution_count": 201,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import seaborn as sns\n",
"import plotly.express as px\n",
"\n",
"import matplotlib.pyplot as plt"
]
},
{
"cell_type": "code",
"execution_count": 202,
"metadata": {},
"outputs": [],
"source": [
"import plotly.io as pio\n",
"pio.renderers.default = \"plotly_mimetype+notebook\""
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true
},
"source": [
"# Matplotlib"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"For this excercise, we have written the following code to load the stock dataset built into plotly express."
]
},
{
"cell_type": "code",
"execution_count": 203,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"text/html": [
"
\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" date \n",
" GOOG \n",
" AAPL \n",
" AMZN \n",
" FB \n",
" NFLX \n",
" MSFT \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 2018-01-01 \n",
" 1.000000 \n",
" 1.000000 \n",
" 1.000000 \n",
" 1.000000 \n",
" 1.000000 \n",
" 1.000000 \n",
" \n",
" \n",
" 1 \n",
" 2018-01-08 \n",
" 1.018172 \n",
" 1.011943 \n",
" 1.061881 \n",
" 0.959968 \n",
" 1.053526 \n",
" 1.015988 \n",
" \n",
" \n",
" 2 \n",
" 2018-01-15 \n",
" 1.032008 \n",
" 1.019771 \n",
" 1.053240 \n",
" 0.970243 \n",
" 1.049860 \n",
" 1.020524 \n",
" \n",
" \n",
" 3 \n",
" 2018-01-22 \n",
" 1.066783 \n",
" 0.980057 \n",
" 1.140676 \n",
" 1.016858 \n",
" 1.307681 \n",
" 1.066561 \n",
" \n",
" \n",
" 4 \n",
" 2018-01-29 \n",
" 1.008773 \n",
" 0.917143 \n",
" 1.163374 \n",
" 1.018357 \n",
" 1.273537 \n",
" 1.040708 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" date GOOG AAPL AMZN FB NFLX MSFT\n",
"0 2018-01-01 1.000000 1.000000 1.000000 1.000000 1.000000 1.000000\n",
"1 2018-01-08 1.018172 1.011943 1.061881 0.959968 1.053526 1.015988\n",
"2 2018-01-15 1.032008 1.019771 1.053240 0.970243 1.049860 1.020524\n",
"3 2018-01-22 1.066783 0.980057 1.140676 1.016858 1.307681 1.066561\n",
"4 2018-01-29 1.008773 0.917143 1.163374 1.018357 1.273537 1.040708"
]
},
"execution_count": 203,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"stocks = px.data.stocks()\n",
"stocks.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## Question 1: \n",
"\n",
"Select a stock and create a suitable plot for it. Make sure the plot is readable with relevant information, such as date, values. "
]
},
{
"cell_type": "code",
"execution_count": 204,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# YOUR CODE HERE\n",
"stocks\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"\n",
"# gca stands for 'get current axis'\n",
"ax = plt.gca()\n",
"\n",
"stocks.plot(kind='line',x='date',y='GOOG', marker = '.', color='r', ax=ax, figsize=(24, 12))\n",
"\n",
"\n",
"plt.legend()\n",
"plt.title('value stock against date line graph of GOOG')\n",
"plt.ylabel('stock value')\n",
"plt.xlabel('Date')\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## Question 2: \n",
"\n",
"You've already plot data from one stock. It is possible to plot multiples of them to support comparison. \n",
"To highlight different lines, customise line styles, markers, colors and include a legend to the plot."
]
},
{
"cell_type": "code",
"execution_count": 205,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# YOUR CODE HERE\n",
"stocks\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import pandas as pd\n",
"\n",
"# gca stands for 'get current axis'\n",
"ax = plt.gca()\n",
"\n",
"stocks.plot(kind='line',x='date',y='GOOG', marker = '.', color='k', ax=ax, figsize=(24, 12), label = 'curve 1')\n",
"stocks.plot(kind='line',x='date',y='AAPL', marker = '.', color='m', ax=ax, figsize=(24, 12), label = 'curve 2')\n",
"stocks.plot(kind='line',x='date',y='AMZN', marker = '.', color='y', ax=ax, figsize=(24, 12), label = 'curve 3')\n",
"stocks.plot(kind='line',x='date',y='FB', marker = '.', color='g', ax=ax, figsize=(24, 12), label = 'curve 4')\n",
"stocks.plot(kind='line',x='date',y='NFLX', marker = '.', color='b', ax=ax, figsize=(24, 12), label = 'curve 5')\n",
"stocks.plot(kind='line',x='date',y='MSFT', marker = '.', color='r', ax=ax, figsize=(24, 12), label = 'curve 6')\n",
"\n",
"plt.legend()\n",
"plt.title('value stock against date line graph of all stock data')\n",
"plt.ylabel('stock value')\n",
"plt.xlabel('Date')\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true
},
"source": [
"# Seaborn"
]
},
{
"cell_type": "markdown",
"metadata": {
"hidden": true
},
"source": [
"First, load the [tips](https://github.com/mwaskom/seaborn-data/blob/master/tips.csv) dataset"
]
},
{
"cell_type": "code",
"execution_count": 206,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"text/html": [
"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" total_bill \n",
" tip \n",
" sex \n",
" smoker \n",
" day \n",
" time \n",
" size \n",
" \n",
" \n",
" \n",
" \n",
" 0 \n",
" 16.99 \n",
" 1.01 \n",
" Female \n",
" No \n",
" Sun \n",
" Dinner \n",
" 2 \n",
" \n",
" \n",
" 1 \n",
" 10.34 \n",
" 1.66 \n",
" Male \n",
" No \n",
" Sun \n",
" Dinner \n",
" 3 \n",
" \n",
" \n",
" 2 \n",
" 21.01 \n",
" 3.50 \n",
" Male \n",
" No \n",
" Sun \n",
" Dinner \n",
" 3 \n",
" \n",
" \n",
" 3 \n",
" 23.68 \n",
" 3.31 \n",
" Male \n",
" No \n",
" Sun \n",
" Dinner \n",
" 2 \n",
" \n",
" \n",
" 4 \n",
" 24.59 \n",
" 3.61 \n",
" Female \n",
" No \n",
" Sun \n",
" Dinner \n",
" 4 \n",
" \n",
" \n",
"
\n",
"
"
],
"text/plain": [
" total_bill tip sex smoker day time size\n",
"0 16.99 1.01 Female No Sun Dinner 2\n",
"1 10.34 1.66 Male No Sun Dinner 3\n",
"2 21.01 3.50 Male No Sun Dinner 3\n",
"3 23.68 3.31 Male No Sun Dinner 2\n",
"4 24.59 3.61 Female No Sun Dinner 4"
]
},
"execution_count": 206,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"tips = sns.load_dataset('tips')\n",
"tips.head()"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## Question 3:\n",
"\n",
"Let's explore this dataset. Pose a question and create a plot that support drawing answers for your question.\n",
"\n",
"Some possible questions:\n",
"- Are there differences between male and female when it comes to giving tips?\n",
"- What attribute correlate the most with tip?"
]
},
{
"cell_type": "code",
"execution_count": 207,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"image/png": 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""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"# YOUR CODE HERE, are there diffences between tips between man and female\n",
"\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"\n",
"plt.style.use('_mpl-gallery')\n",
"\n",
"# plot\n",
"tips.boxplot(by ='sex', column =['tip'], grid = False)\n",
"\n",
"plt.show()\n"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true
},
"source": [
"# Plotly Express"
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"## Question 4:\n",
"\n",
"Redo the above exercises (challenges 2 & 3) with plotly express. Create diagrams which you can interact with."
]
},
{
"cell_type": "markdown",
"metadata": {
"heading_collapsed": true,
"hidden": true
},
"source": [
"### The stocks dataset\n",
"\n",
"*Hints*:\n",
"- Turn stocks dataframe into a structure that can be picked up easily with plotly express"
]
},
{
"cell_type": "code",
"execution_count": 208,
"metadata": {
"hidden": true
},
"outputs": [
{
"data": {
"text/html": [
" \n",
" "
]
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"629 2019-12-30 MSFT 1.788185\n",
"\n",
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],
"source": [
"# YOUR CODE HERE\n",
"import plotly.graph_objects as go\n",
"from plotly.subplots import make_subplots\n",
"\n",
"\n",
"df= pd.melt(stocks, id_vars =['date'], value_vars =['GOOG','AAPL','AMZN','FB','NFLX','MSFT'],var_name='Company', value_name= 'stock value')\n",
"fig = px.line(df, x=\"date\", y=\"stock value\", color='Company')\n",
"fig.show()\n",
"print(df)"
]
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},
"yaxis": {
"anchor": "x",
"domain": [
0,
1
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"title": {
"text": "tip"
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},
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""
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},
"metadata": {},
"output_type": "display_data"
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],
"source": [
"# YOUR CODE HERE\n",
"import plotly.express as px\n",
"df = px.data.tips()\n",
"fig = px.box(df, x=\"sex\", y=\"tip\", notched=True)\n",
"fig.show()\n"
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},
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"cell_type": "markdown",
"metadata": {
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"source": [
"## Question 5:\n",
"\n",
"Recreate the barplot below that shows the population of different continents for the year 2007. \n",
"\n",
"*Hints:*\n",
"\n",
"- Extract the 2007 year data from the dataframe. You have to process the data accordingly\n",
"- use [plotly bar](https://plotly.com/python-api-reference/generated/plotly.express.bar)\n",
"- Add different colors for different continents\n",
"- Sort the order of the continent for the visualisation. Use [axis layout setting](https://plotly.com/python/reference/layout/xaxis/)\n",
"- Add text to each bar that represents the population "
]
},
{
"cell_type": "code",
"execution_count": 210,
"metadata": {
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"outputs": [
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"data": {
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"\n",
"\n",
"
\n",
" \n",
" \n",
" \n",
" country \n",
" continent \n",
" year \n",
" lifeExp \n",
" pop \n",
" gdpPercap \n",
" iso_alpha \n",
" iso_num \n",
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" \n",
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" \n",
" \n",
" 3 \n",
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" Asia \n",
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" \n",
" \n",
" 4 \n",
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" 1972 \n",
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" 739.981106 \n",
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" 4 \n",
" \n",
" \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" ... \n",
" \n",
" \n",
" 1699 \n",
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" \n",
" \n",
" 1700 \n",
" Zimbabwe \n",
" Africa \n",
" 1992 \n",
" 60.377 \n",
" 10704340 \n",
" 693.420786 \n",
" ZWE \n",
" 716 \n",
" \n",
" \n",
" 1701 \n",
" Zimbabwe \n",
" Africa \n",
" 1997 \n",
" 46.809 \n",
" 11404948 \n",
" 792.449960 \n",
" ZWE \n",
" 716 \n",
" \n",
" \n",
" 1702 \n",
" Zimbabwe \n",
" Africa \n",
" 2002 \n",
" 39.989 \n",
" 11926563 \n",
" 672.038623 \n",
" ZWE \n",
" 716 \n",
" \n",
" \n",
" 1703 \n",
" Zimbabwe \n",
" Africa \n",
" 2007 \n",
" 43.487 \n",
" 12311143 \n",
" 469.709298 \n",
" ZWE \n",
" 716 \n",
" \n",
" \n",
"
\n",
"
1704 rows × 8 columns
\n",
"
"
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" country continent year lifeExp pop gdpPercap iso_alpha \\\n",
"0 Afghanistan Asia 1952 28.801 8425333 779.445314 AFG \n",
"1 Afghanistan Asia 1957 30.332 9240934 820.853030 AFG \n",
"2 Afghanistan Asia 1962 31.997 10267083 853.100710 AFG \n",
"3 Afghanistan Asia 1967 34.020 11537966 836.197138 AFG \n",
"4 Afghanistan Asia 1972 36.088 13079460 739.981106 AFG \n",
"... ... ... ... ... ... ... ... \n",
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"1700 Zimbabwe Africa 1992 60.377 10704340 693.420786 ZWE \n",
"1701 Zimbabwe Africa 1997 46.809 11404948 792.449960 ZWE \n",
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"1702 716 \n",
"1703 716 \n",
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"source": [
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"df = px.data.gapminder()\n",
"df.head()\n",
"df"
]
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"cell_type": "code",
"execution_count": 211,
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